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"a back-propagation" vs "an error back-propagation"

Both phrases are correct, but they are used in different contexts. "An error back-propagation" implies that the back-propagation process is related to errors, while "a back-propagation" is a more general reference to the process itself. The choice between the two depends on whether you want to emphasize the association with errors or not.

Last Updated: March 19, 2024

a back-propagation

This phrase is correct and commonly used to refer to the process of back-propagation in a general sense, without specific emphasis on errors.

This phrase is used when discussing the back-propagation process in a broader context, without focusing on errors or specific details.

Examples:

  • The neural network training involves a back-propagation step to adjust the weights based on the calculated gradients.
  • Understanding the principles of back-propagation is essential for training deep learning models.

Alternatives:

  • a back-propagation process
  • a back-propagation algorithm
  • a back-propagation step
  • a back-propagation technique
  • a back-propagation method

an error back-propagation

This phrase is correct and commonly used in the context of machine learning and neural networks to refer to the process of back-propagation specifically related to errors.

This phrase is used when referring to the back-propagation process in the context of machine learning or neural networks, specifically when focusing on the propagation of errors through the network.

Examples:

  • An error back-propagation algorithm is used to adjust the weights of the neural network based on the errors in the output.
  • During an error back-propagation step, the network learns from its mistakes and adjusts its parameters accordingly.

Alternatives:

  • a back-propagation process
  • a back-propagation algorithm
  • a back-propagation step
  • a back-propagation technique
  • a back-propagation method

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